14 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.CR2025
Dark Distillation: Backdooring Distilled Datasets without Accessing Raw Data
Ziyuan Yang, Ming Yan, Yi Zhang +1
Dataset distillation (DD) enhances training efficiency and reduces bandwidth by condensing large datasets into smaller synthetic ones. It enables models to achieve performance comp…
cs.LG2024★ 1 cited
Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning
Xiaopeng Xie, Ming Yan, Xiwen Zhou +4
Prompt-based learning paradigm has demonstrated remarkable efficacy in enhancing the adaptability of pretrained language models (PLMs), particularly in few-shot scenarios. However,…
cs.CL2024★ 14 cited
Collaborative Knowledge Infusion for Low-resource Stance Detection
Ming Yan, Joey Tianyi Zhou, Ivor W. Tsang
Stance detection is the view towards a specific target by a given context (\textit{e.g.} tweets, commercial reviews). Target-related knowledge is often needed to assist stance dete…